Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Science Bulletin》 2015-02
Add to Favorite Get Latest Update

Comparison and overview of PM_(2.5) source apportionment methods

ZHANG Yan Jun;ZHENG Mei;CAI Jing;YAN Cai Qing;HU Yong Tao;RUSSELL Armistead G.;WANG Xue Song;WANG Shu Xiao;ZHANG Yuan Hang;State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University;School of Civil and Environmental Engineering, Georgia Institute of Technology;State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University;  
Serious air pollution in China now has great influence and threat on air quality, visibility, and human health. Accurate identification and quantification of sources play an important role in establishing relative policies, laws and control measures. This study briefly introduces development history and characteristics of three main methods to apportion sources of particles(emission inventory, sourceoriented model and receptor model). Based on data platform of PM2.5 and chemical components conducted in Atlanta, USA, this study summarizes characteristics of major source apportionment methods of source-oriented model and receptor model and their performance towards different sources(i.e. vehicle emission, coal combustion, biomass burning, dust and secondary sources), points out the differences of various methods and potential reasons and analyzes their weakness and strength in application, suggesting that developing ensemble method should be an important direction for future source apportionment research.
【Fund】: 国家自然科学基金重大项目(21190052);国家自然科学基金创新研究群体科学基金(41121004);国家自然科学基金(41175102);; 环境模拟与污染控制国家重点联合实验室专项(12L05ESPC)资助
【CateGory Index】: X513
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Zhan-shan,LI Xiao-qian,WANG Zong-shuang,WU Xue-fang,Che Fei,Nie-peng(Chinese Research Academy of Environmental Sciences,State Key Laboratory of Environment Criteria and Risk Assessment,Beijing 100012,China);Application Status of Models-3/CMAQ in Environmental Management[J];Environmental Science & Technology;2013-S1
2 ZHENG Mei;ZHANG Yanjun;YAN Caiqing;ZHU Xianlei;James J. Schauer;ZHANG Yuanhang;State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering,Peking University;Key Laboratory of Earth Prospecting and Information Technology, College of Geosciences,China University of Petroleum;Environmental Chemistry & Technology Program, University of Wisconsin-Madison;;Review of PM2.5 Source Apportionment Methods in China[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2014-06
3 Feng Yinchang, Bai Zhipeng, Zhu Tan(College of Environmental Science and Engineering, Nankai University,Tianjing 300071,China);The Principle and Application of Improved-Source-Apportionment Technique of Atmospheric Particulate Matter[J];Chinese Journal of Enviromental Science;2002-S1
4 SONG Xiang-yu,XIE Shao-dong(State Joint Key Laboratory of Environmental Simulation and Pollution Control,Department of Environmental Sciences,Peking University,Beijing 100871,China);Development of Vehicular Emission Inventory in China[J];Environmental Science;2006-06
5 ZHANG Chu-ying,WANG Shu-xiao,ZHAO Yu,HAO Ji-ming(Department of Environmental Science and Engineering,Tsinghua University,Beijing 100084,China);Current Status and Future Prospects of Anthropogenic Particulate Matter Emissions in China[J];Environmental Science;2009-07
6 ZHAO Bin, MA JianzhongChinese Academy of Meteorological Sciences, Beijing 100081;Development of an air pollutant emission inventory for Tianjin[J];Acta Scientiae Circumstantiae;2008-02
7 DONG Yanqiang1,2,CHEN Changhong1,HUANG Cheng1,WANG Hongli1,LI Li1,DAI Pu2,JIA Jihong2 1. Shanghai Academy of Environmental Sciences,Shanghai 2002332. Resources and Environmental Engineering Institute,East China University of Science and Technology,Shanghai 200237;Anthropogenic emissions and distribution of ammonia over the Yangtze River Delta[J];Acta Scientiae Circumstantiae;2009-08
8 HUANG Cheng 1,CHEN Changhong1,*,LI Li1,CHENG Zhen1,WANG Hongli1,WANG Yangjun2,HUANG Haiying1,ZHANG Gangfeng1,CHEN Yiran1 1.Shanghai Academy of Environmental Sciences,Shanghai 200233 2.School of Environmental and Chemical Engineering,Shanghai University,Shanghai 200444;Anthropogenic air pollutant emission characteristics in the Yangtze River Delta region,China[J];Acta Scientiae Circumstantiae;2011-09
9 HAN Lihui1, ZHUANG Guoshun1,2,3, SUN Yele1 & WANG Zifa3 1. The Center for Atmospheric Environmental Study, Department of Chemistry, Beijing Normal University, Beijing 100875, China; 2. Center for Atmospheric Chemistry Study, Department of Environmental Science & Engineering, Fudan University, Shanghai 200433, China; 3. LAPC/NZC, Institute of Atmospheric Physics, CAS, Beijing 100029, China;Local and non-local sources of airborne particulate pollution at Beijing——The ratio of Mg/Al as an element tracer for estimating the contributions of mineral aerosols from outside Beijing[J];中国科学(B辑:化学)(英文版);2005-03
10 Mei Zheng 1,2 , Yuan Cheng 2 , Limin Zeng 1 , Yuanhang Zhang 1, 1. College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China. 2. School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA;Developing chemical signatures of particulate air pollution in the Pearl River Delta region, China[J];环境科学学报(英文版);2011-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LU Lei et al (College of Urban Construction and Environmental Engineering,Chongqing University,Chongqing 400044);Improvement of Genetic Algorithm Model in Source Apportionment of Atmospheric Particulate[J];Journal of Anhui Agricultural Sciences;2007-16
2 LIU Jing-yong et al(Faculty of Environmental Science and Engineering,Guangdong University of Technology,Guangzhou,Guangdong 510006);Application of Element and Lead Isotope Tracing to the Sources of Lead Pollutants in Environment[J];Journal of Anhui Agricultural Sciences;2009-08
3 ZOU Chang-wu et al (Chengdu University of Information Technology,Chengdu,Sichuan 610225);Research Progress on the Chemical Mass Balance Model for Source Apportionment of Atmospheric Particulates[J];Journal of Anhui Agricultural Sciences;2010-30
4 ZHENG Xue-feng et al(Chengdu University Of Information Technology,Chengdu,Sichuan 610225);A New Source Apportionment Method of Maxed Dust Source Based on Cluster Analysis and Factor Analysis[J];Journal of Anhui Agricultural Sciences;2011-06
5 SUN Ling-li1,LONG Tao2,LONG Yi-fei3,HOU Qi-zong4(1 Institute of Seismology,China Earthquake Administration,Wuhan 430071,China; 2 School of Computer Science and Technology,Huazhong University of Science and Technology,Wuhan 430074,China; 3 Department of Environmental Engineering,City College,Wuhan University of Science and Technology,Wuhan 430083,China; 4 Resource & Environmental Engineering College,Wuhan University of Technology,Wuhan 430070,China);Source apportionment of atmospheric particulate with an area in Wuhan City by using CMB receptor model and factor analysis[J];Journal of Safety and Environment;2008-06
6 FAN Shou-bin,YANG Tao,TIAN Gang,NIE Lei,WANG Hai-hua (Beijing Municipal Research Academy of Environmental Protection, Beijing 100037,China);Estimating exhaust emissions from railway vehicles in Beijing[J];Journal of Safety and Environment;2010-01
7 JIN Yong-min~1,XIE Yu~2(1.2 Fushun Environmental Protection Monitoring Station,Fushun 113006,China);Application of Improved Source Apportionment Technique of Atmospheric Particulate Matter in Fushun[J];Environmental Science and Management;2006-08
8 Jiao Shuqing(Environment Protection Bureau,Hekou District of Shandong Dongying,Dongying 257200,China);Review on Improved-Source-Analysis Technology[J];Environmental Science and Management;2007-04
9 Rui Dongmei1,Chen Jianjiang1,Feng Yinchang2(1.Environmental Monitoring Centre of Nanjing,Nanjing 210013,China;2.College of Environmental Science and Engineering,Nankai University,Tianjin 30007,China);Study on Source Apportionment for Ambient Air PM_(10) in Nanjing[J];Environmental Science and Management;2008-04
10 Zhu Enyun1,Ma Bo2(1.Department of Environmental Science and Engineering,Xi'an Polytechnic University,Xi'an 710048,China;2.Xi'an Jointsky Environment Protection Engineering CO.LTD,Xi'an 710049,China);The Present Situation of Aerosol Research in China[J];Environmental Science and Management;2008-12
China Proceedings of conference Full-text Database 10 Hits
1 WU Wen-jun,JIANG Hong-qiang(Chinese Academy For Environmental Planning,Beijing 100012,China);Atmospheric as and Pb Emissions from Primary Anthropogenic Sources and Related Analytical Inventory Models[A];[C];2011
2 Wupeng Du~a,Jinyuan Xin~a,Mingxing Wang~a,Qingxian Gao~b,Zhanqing Li~c,Yuesi Wang~(a,*) a Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029,PR China b Chinese Research Academy of Environment Science,Beijing 100012,PR China c Department of Meteorology,The University of Maryland,College Park,MD 20782,USA;Photometric measurements of spring aerosol optical properties in dust and non-dust periods in China[A];[C];2011
3 Zhang Pu,Zhou Laidong,Wang Zhiyuan (Chengdu academy of environmental protection,Chengdu,Sichuan 610072 );Study on the Estimate Background value of atmospheric particles in urban areas of Chengdu[A];[C];2010
4 CHEN Tian_hu 1 and XU Hui_fang 2 (1. Department of Natural Resources and Environmental Sciences, Hefei University of Technology, Hefei 230009, China; 2. Department of Earth and Planetary Sciences, University of New Mexico, NM 87131, USA);TEM investigation of atmospheric particle settlings and its significance in environmental mineralogy[A];[C];2004
5 LI Weikeng~1,WANG Xuemei~(1,2),ZHANG Yiqiang~1,SITU Shuping~1 (1.School of Environmental Science and Engineering of Sun Yat-set University,Guangzhou,Guangdong 510275,China 2.LAPC,Insitute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100081,China);Influence of PRD Industrial Emission Variation on Aerosol Concentration[A];[C];2008
6 LIU Sui-xin~(1,2),CAO Jun-ji~1,An Zhi-sheng~1 (1.SKLLQG,Institute of Earth Environment,Chinese Academy of Sciences,Xi'an,Shanxi 710075,China; 2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China);Characterization of Ambient Fine Particles and Its Influence Factors in Xi'an[A];[C];2008
7 HUANG He,SUN Mei-ling,ZHANG Chang-chun, YAO Qing, FAN Wen-yan 1 Tianjin Meteorology Institute, Tianjin 300061, China;Vertical Distribution of the Main Air Pollutants in the Atmosphere in Tianjin[A];[C];2009
8 Wang Canxing Yi Lin Lin Jianzhong (College of Machinery and Energy Engineering, Zhe Jiang University, Hangzhou 310027, China);The Character and Apportionment of PM_(10) in Hangzhou Urban Atmosphere[A];[C];2003
9 LIU Xian-de, LI Xian-fang, LI Bing (1. China Research Academy of Environmental Sciences, Beijing 100012, China; 2. Institute of Chemistry, Jilin University, Changchun 130026, China; 3. National Research Center of Geoanalysis, Beijing 100037, China);Lead Isotope Abundance Ratios of Urban Atmospheric Aerosols in China[A];[C];2004
10 ong, LIU Ying-hui, SHANG Xi-binZHANG Jun, CAO Yang, LIU Y Tianjin Academy of Environmental Sciences, State Enviornmental Protection Key Labotory of Odor Pollution Control, Tianjin 300191, China;Study on The Source Apportionment of Air Polution[A];[C];2012
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 JIN Yong-min~1,XIE Yu~2(1.2 Fushun Environmental Protection Monitoring Station,Fushun 113006,China);Application of Improved Source Apportionment Technique of Atmospheric Particulate Matter in Fushun[J];Environmental Science and Management;2006-08
2 LIU Feng 1)ZHANG Yuanhang SU Hang HU Jianlin(College of Environmental Sciences and Engineering,Peking University,Beijing,100871; 1)Institute of Chemical Defense,Beijing,102205;Adjoint Model of Atmospheric Chemistry Transport Model CAMx:Construction and Application[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2007-06
3 HU Xiaoyu,LI Yunpeng,LI Jinfeng,WANG Xuesong,ZHANG Yuanhang College of Environmental Sciences and Engineering,Peking University,Beijing 100871;Interaction of Ambient PM_(10) among the Cities over the Pearl River Delta[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2011-03
4 ZHANG Yuanhang\ SHAO Kesheng\ TANG Xiaoyan (Center of Environmental Sciences,Peking University, State Key Laboratory of Atmospheric Environmental Simulation,Beijing,100871) LI\ Jinlong (Department of Technical Physics,Peking University,Beijing,100871);The Study of Urban Photochemical Smog Pollution in China[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;1998-Z1
5 Ren Ren( Department of Chemistry and Environmental Engineering, Beijing Polytechnic University, 100022 );On Acid Rain in China: Past, Present and its Future[J];Journal of Beijing Polytechnic University;1997-03
6 LI Wei1,FU Lixin1,HAO Jiming1,MA Hong1,LI Suoqiang2,HU Wei2(1. Department of Environmental Science and Engineering, Tsinghua University, Beijing100084, China;2. National Bureau of Statistics of China, Beijing100826, China);Emission Inventory of 10 Kinds of Air Pollutants for Road Traffic Vehicles in China[J];Urban Environment & Urban Ecology;2003-02
7 Ma Wen-xuan Li Xue-Wu Shi Shu-ying (Shanxi Division of China Aluminum Corporation);An improvement on dust-collecting system of flue gas from lime kiln[J];World Nonferrous Metals;2003-07
8 Su Dagen,Gao Dehu,Ye Hanmin(Institute of Materials Science and Engineering,South China University of Technology,Guangzhou 510641);Harmful Gases Pollution and Its Remedy in Cement Kiln[J];CHONGQING ENVIRONMENTAL SCIENCE;1998-01
9 WANG Zi-Fa~(1),XIE Fu-Ying~(1,4),WANG Xi-Quan~(1),AN Jun-Ling~(2),and ZHU Jiang~(3)1 Nansen-Zhu International Research Center,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000292 The State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000293 International Center for Climate and Environment Science,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 1000294 Graduate University of the Chinese Academy of Sciences,Beijing 100049;Development and Application of Nested Air Quality Prediction Modeling System[J];Chinese Journal of Atmospheric Sciences;2006-05
10 Sun Qingrui and Wang Meirong ( Peking University, Department of Technical Physics, Beijing 100871);Ammonia Emission and Concentration in the Atmosphere over China[J];SCIENTIA ATMOSPHERICA SINICA;1997-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved